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Songtao Feng
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 26
Top Topics
Mountain Car
Noisy Channel
Function Approximation
Reinforcement Learning
Top Venues
CoRR
ISIT
IEEE Trans. Inf. Theory
ICC
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Publications
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Songtao Feng
,
Ming Yin
,
Ruiquan Huang
,
Yu-Xiang Wang
,
Jing Yang
,
Yingbin Liang
Toward General Function Approximation in Nonstationary Reinforcement Learning.
IEEE J. Sel. Areas Inf. Theory
5 (2024)
Haque Ishfaq
,
Thanh Nguyen-Tang
,
Songtao Feng
,
Raman Arora
,
Mengdi Wang
,
Ming Yin
,
Doina Precup
Offline Multitask Representation Learning for Reinforcement Learning.
CoRR
(2024)
Songtao Feng
,
Ming Yin
,
Ruiquan Huang
,
Yu-Xiang Wang
,
Jing Yang
,
Yingbin Liang
Non-stationary Reinforcement Learning under General Function Approximation.
ICML
(2023)
Songtao Feng
,
Ming Yin
,
Yu-Xiang Wang
,
Jing Yang
,
Yingbin Liang
Model-Free Algorithm with Improved Sample Efficiency for Zero-Sum Markov Games.
CoRR
(2023)
Songtao Feng
,
Ming Yin
,
Ruiquan Huang
,
Yu-Xiang Wang
,
Jing Yang
,
Yingbin Liang
Non-stationary Reinforcement Learning under General Function Approximation.
CoRR
(2023)
Yuan Cheng
,
Songtao Feng
,
Jing Yang
,
Hong Zhang
,
Yingbin Liang
Provable Benefit of Multitask Representation Learning in Reinforcement Learning.
CoRR
(2022)
Songtao Feng
,
Jing Yang
Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels.
IEEE Trans. Inf. Theory
68 (8) (2022)
Yuan Cheng
,
Songtao Feng
,
Jing Yang
,
Hong Zhang
,
Yingbin Liang
Provable Benefit of Multitask Representation Learning in Reinforcement Learning.
NeurIPS
(2022)
Songtao Feng
,
Jing Yang
Age of Information Minimization for an Energy Harvesting Source With Updating Erasures: Without and With Feedback.
IEEE Trans. Commun.
69 (8) (2021)
Songtao Feng
,
Jing Yang
Adaptive Surveillance Testing for Efficient Infection Rate Estimation.
ISIT
(2021)
Songtao Feng
,
Jing Yang
Information Freshness for Timely Detection of Status Changes.
CoRR
(2020)
Songtao Feng
,
Jing Yang
Information Freshness for Timely Detection of Status Changes.
CISS
(2020)
Songtao Feng
,
Jing Yang
AoI Minimization in Broadcast Channels with Channel State Information.
ISIT
(2020)
Songtao Feng
,
Jing Yang
Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels.
CoRR
(2020)
Songtao Feng
,
Jing Yang
Adaptive Coding for Information Freshness in a Two-User Broadcast Erasure Channel.
GLOBECOM
(2019)
Boyu Wang
,
Songtao Feng
,
Jing Yang
When to preempt? Age of information minimization under link capacity constraint.
J. Commun. Networks
21 (3) (2019)
Songtao Feng
,
Jing Yang
Age-Optimal Transmission of Rateless Codes in an Erasure Channel.
ICC
(2019)
Songtao Feng
,
Jing Yang
Age-Optimal Transmission of Rateless Codes in an Erasure Channel.
CoRR
(2019)
Songtao Feng
,
Jing Yang
Adaptive Coding for Information Freshness in a Two-user Broadcast Erasure Channel.
CoRR
(2019)
Songtao Feng
,
Jing Yang
Age of Information Minimization for an Energy Harvesting Source with Updating Erasures: With and Without Feedback.
CoRR
(2018)
Songtao Feng
,
Jing Yang
Optimal status updating for an energy harvesting sensor with a noisy channel.
INFOCOM Workshops
(2018)
Songtao Feng
,
Jing Yang
Optimal Status Updating for an Energy Harvesting Sensor with a Noisy Channel.
CoRR
(2018)
Songtao Feng
,
Jing Yang
Minimizing Age of Information for an Energy Harvesting Source with Updating Failures.
ISIT
(2018)
Boyu Wang
,
Songtao Feng
,
Jing Yang
To Skip or to Switch? Minimizing Age of Information under Link Capacity Constraint.
CoRR
(2018)
Boyu Wang
,
Songtao Feng
,
Jing Yang
When to Preempt? Age of Information Minimization under Link Capacity Constraint.
CoRR
(2018)
Boyu Wang
,
Songtao Feng
,
Jing Yang
To Skip or to Switch? Minimizing Age of Information Under Link Capacity Constraint.
SPAWC
(2018)